agentlans / Llama3.1-SuperDeepFuse-CrashCourse12K

huggingface.co
Total runs: 21
24-hour runs: 1
7-day runs: -1
30-day runs: 8
Model's Last Updated: January 25 2025

Introduction of Llama3.1-SuperDeepFuse-CrashCourse12K

Model Details of Llama3.1-SuperDeepFuse-CrashCourse12K

Llama3.1-SuperDeepFuse-CrashCourse12K

Llama3.1-SuperDeepFuse-CrashCourse12K is an 8B parameter language model based on Llama3.1-SuperDeepFuse and further fine-tuned on agentlans/crash-course .

Model Details
  • Base Model : Llama3.1-SuperDeepFuse (8B parameters)
  • Fine-tuning Dataset : 12 000 samples from agentlans/crash-course (containing samples from 10 high-quality instruct datasets)
  • Model Type : Instruction-tuned language model
  • Language(s) : Multilingual
  • License : Follows standard Llama 3.1 usage terms
Training Procedure
Fine-tuning
  • Method : LoRA (Low-Rank Adaptation)
  • Optimizer : AdamW
  • Learning Rate : 5e-5
  • Batch Size : 2 per device
  • Gradient Accumulation Steps : 8
  • Training Epochs : 1
  • Max Sequence Length : 2048
  • LoRA Configuration :
    • Rank: 8
    • Alpha: 16
    • Dropout: 0.5
    • Target: all layers
  • Quantization : 4-bit (bitsandbytes)
  • Precision : BF16
  • Other Techniques : NEFTune (noise alpha: 5), RS-LoRA
Performance and Limitations

This model potentially offers:

  • Enhanced multi-task reasoning
  • Improved performance in mathematics and coding tasks
  • Better instruction-following abilities

However:

  • Performance may be limited compared to larger model variants
  • Can produce misleading or incorrect outputs
  • Outputs should be independently verified for critical applications
Additional Information

Runs of agentlans Llama3.1-SuperDeepFuse-CrashCourse12K on huggingface.co

21
Total runs
1
24-hour runs
-3
3-day runs
-1
7-day runs
8
30-day runs

More Information About Llama3.1-SuperDeepFuse-CrashCourse12K huggingface.co Model

More Llama3.1-SuperDeepFuse-CrashCourse12K license Visit here:

https://choosealicense.com/licenses/llama3.1

Llama3.1-SuperDeepFuse-CrashCourse12K huggingface.co

Llama3.1-SuperDeepFuse-CrashCourse12K huggingface.co is an AI model on huggingface.co that provides Llama3.1-SuperDeepFuse-CrashCourse12K's model effect (), which can be used instantly with this agentlans Llama3.1-SuperDeepFuse-CrashCourse12K model. huggingface.co supports a free trial of the Llama3.1-SuperDeepFuse-CrashCourse12K model, and also provides paid use of the Llama3.1-SuperDeepFuse-CrashCourse12K. Support call Llama3.1-SuperDeepFuse-CrashCourse12K model through api, including Node.js, Python, http.

Llama3.1-SuperDeepFuse-CrashCourse12K huggingface.co Url

https://huggingface.co/agentlans/Llama3.1-SuperDeepFuse-CrashCourse12K

agentlans Llama3.1-SuperDeepFuse-CrashCourse12K online free

Llama3.1-SuperDeepFuse-CrashCourse12K huggingface.co is an online trial and call api platform, which integrates Llama3.1-SuperDeepFuse-CrashCourse12K's modeling effects, including api services, and provides a free online trial of Llama3.1-SuperDeepFuse-CrashCourse12K, you can try Llama3.1-SuperDeepFuse-CrashCourse12K online for free by clicking the link below.

agentlans Llama3.1-SuperDeepFuse-CrashCourse12K online free url in huggingface.co:

https://huggingface.co/agentlans/Llama3.1-SuperDeepFuse-CrashCourse12K

Llama3.1-SuperDeepFuse-CrashCourse12K install

Llama3.1-SuperDeepFuse-CrashCourse12K is an open source model from GitHub that offers a free installation service, and any user can find Llama3.1-SuperDeepFuse-CrashCourse12K on GitHub to install. At the same time, huggingface.co provides the effect of Llama3.1-SuperDeepFuse-CrashCourse12K install, users can directly use Llama3.1-SuperDeepFuse-CrashCourse12K installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

Llama3.1-SuperDeepFuse-CrashCourse12K install url in huggingface.co:

https://huggingface.co/agentlans/Llama3.1-SuperDeepFuse-CrashCourse12K

Url of Llama3.1-SuperDeepFuse-CrashCourse12K

Llama3.1-SuperDeepFuse-CrashCourse12K huggingface.co Url

Provider of Llama3.1-SuperDeepFuse-CrashCourse12K huggingface.co

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